Lyapunov Stability Analysis on WikiText-103
21Contracting RatioGPT-2 Med
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GPT-2 MedParameters=345M, Layers=24, Architecture=Transformer, Perturbation (ϵ)=0.01, Evaluation Tokens=5122026.03 | 21 | 2.05 | |
| LFM2-2.6BParameters=2.6B, Layers=30, Architecture=Hybrid, Perturbation (ϵ)=0.01, Evaluation Tokens=5122026.03 | 19 | 1.12 | |
| Qwen3-8BParameters=8B, Layers=36, Architecture=Transformer, Perturbation (ϵ)=0.01, Evaluation Tokens=5122026.03 | 18 | 1.33 | |
| Mistral-7BParameters=7.2B, Layers=32, Architecture=Transformer, Perturbation (ϵ)=0.01, Evaluation Tokens=5122026.03 | 17 | 1.14 | |
| GPT-2 SmallParameters=117M, Layers=12, Architecture=Transformer, Perturbation (ϵ)=0.01, Evaluation Tokens=5122026.03 | 11 | 0.96 |